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4,299,418 works, Canadian by any of four routes.

Every filter state is a URL; the URL is the query; the query is citable via /q/⟨hash⟩. The page, the API and the export parse the same parameters.

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The current cohort, streamed from the database: every work column, the machine labels, the provisional scores, and the per-row validation status. Exports are capped at 100,000 rows. Mints a permanent /q/ link for this exact query. The same filters always produce the same link, whoever asks.

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International Student and Expatriate Challenges
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Direct Codex and Gemma labels are unvalidated and sparse. Distilled predictions cover the full frame and are also unvalidated. Choose the evidence source explicitly; absence of a direct label is never a negative label.

affaffiliation
fundfunder
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aboutaboutness

The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

1,399 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
1,399 works in the cohort · of 4,299,418page 9 of 28

Labels cover 6 of 1,399 works in this cohort. The rest are unlabeled, which is not a negative label: the label table is sparse today and grows as labeling rounds land.

Distilled predictions cover 1,399 of 1,399 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
International Students as 'Ideal Immigrants' in Canada: A Disconnect between Policy Makers' Assumptions and the Voices of International Students/étudiants Internationaux En Tant Qu'« Immigrants Idéals » Au Canada : Une Déconnexion Entre Les Assomptions Des Décideurs De Politique et Les Expériences Vécues Des éTudiants Internationaux
Colin Scott, Saba Safdar, Roopa Desai Trilokekar, Amira El Masri
2015· book-chapter· fr· Comparative and international education· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
8
citations
venueno affunlabeled
Savoir gérer une carrière internationale
Jean Luc Cerdin
2012· article· fr· Gestion· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
8
citations
affno abstractunlabeled
Unfamiliarities, Uncertainties, and Ambivalent Long-Term Intentions: Conceptualizing International Student-Migrant Settlement and Integration
Lisa Ruth Brunner, Karun Kishor Karki, Negar Valizadeh, Takhmina Shokirova, Capucine Coustere
2024· article· en· Journal of International Migration and Integration / Revue de l integration et de la migration internationale· Social Sciences
distilled prediction:candidate · metaepi_narrow+scholarly_communicationconsensus · none
8
citations
aboutno affunlabeled
Intercultural Communication Training
Richard W. Brislin
2008· other· en· The International Encyclopedia of Communication· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
7
citations
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